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Oil & Gas

Project Close-Off Reduced From 3 Months To 2 Weeks. $300K In Annual Cost Savings.

Vantris Energy

Role

  • Manual, highly fragmented project close-off workflow averaging approximately 3 months per project after operational completion

  • High operational overhead driven by manual document gathering, email threads, and approval chasing

  • Revenue recognition bottlenecks and delayed working capital turnaround across Sales and Operations

  • Inconsistent tracking and follow-up requiring continuous manual intervention from senior leadership

Solution

Algorama engineered and deployed an autonomous multi-agent orchestration system to fully automate the post-project close-off lifecycle. The system handles end-to-end document collection, cross-departmental communications, multi-stage approval routing, and active status tracking. Delivered in 16 weeks, the solution eliminated administrative friction entirely, allowing Sales and Operations leads to reallocate capacity to high-value core activities.

Key Wins

  • 83% reduction in close-off cycle time (3 months to 2 weeks)

  • $300K in estimated annual operational cost savings

  • 100% automated document collection and approval workflows

  • Manual follow-up and status tracking dependency eliminated

Tech Stack:

PydanticAI

Microsoft 365 API (Graph)

Python

LangSmith

PostgreSQL

Open-source LLM

Embedded AI Systems

See what this looks like inside your environment.

See what this looks like inside your environment.

© 2026 Algorama. Scientific AI, owned by you.

Scientific AI. Yours on completion.

© 2026 Algorama. Scientific AI, owned by you.